A Setup.exe file is an executable file used to install software applications, including games like Call of Duty: Black Ops 1, on a computer. The file contains a collection of compressed files and instructions that guide the installation process. When a user runs the Setup.exe file, it initiates the installation process, which involves extracting files, creating registry entries, and configuring the game for proper functioning.